All Times EDT
Legend: CC = Walter E. Washington Convention Center M = Marriott Marquis Washington, DC
Activity Details
281
Tue, 8/9/2022,
10:30 AM -
12:20 PM
CC-153
New Methods with Applications in Mental Health Statistics — Contributed Papers
Mental Health Statistics Section
Chair(s): Arinjita Bhattacharyya, Merck & Co., Inc.
10:35 AM
A Novel Approach for Sensitivity Analyses and Validation for Mixture Models
Douglas Gunzler, Case Western Reserve University ; Alessandro De Nadai, Texas State University; Adam Perzynski, Case Western Reserve University; Jarrod Dalton, The Cleveland Clinic Foundation; Kristen Berg, Case Western Reserve University; Farren Briggs, Case Western Reserve University
10:50 AM
Exploratory Hidden Markov Factor Models for Longitudinal Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae
Lin Ge, North Carolina State University ; Xinming An, The University of North Carolina at Chapel Hill; Donglin Zeng, University of North Carolina; Samuel McLean, The University of North Carolina at Chapel Hill; Ronald Kessler, Harvard Medical School; Rui Song, North Carolina State University
11:05 AM
Optimal Transformations of High-Dimensional Functional Data for Clustering Methods
Hanchao Zhang, NYU Grossman School of Medicine ; Thaddeus Tarpey, New York University
11:20 AM
Targeted Learning in Observational Studies with Multi-Level Treatments: An Evaluation of Antipsychotic Drug Treatment Safety for Patients with Serious Mental Illness
Jason Poulos, Harvard Medical School ; Marcela Horvitz-Lennon, The RAND Corporation; Katya Zelevinsky, Harvard Medical School; Sharon-Lise Normand, Harvard Medical School; Thomas Huijskens, Quantum Black; Pooja Tyagi, Quantum Black; Jiaju Yan, Quantum Black; Jordi Diaz, Quantum Black; Tudor Cristea-platon, Quantum Black
11:35 AM
Testing Unit Root Non-Stationarity in the Presence of Missing Data in Univariate Time Series of MHealth Studies
Charlotte Fowler, Columbia University ; Xiaoxuan Cai, Columbia University; Justin Baker, Harvard Medical School; Jukka-Pekka Onnela, Harvard T.H. Chan School of Public Health; Linda Valeri, Columbia University
11:50 AM
Can the Potential Benefit of Individualizing Treatment Be Assessed Using Aggregate Data Alone?
Nina Galanter, University of Washington ; Alex Luedtke, University of Washington; Marco Carone, University of Washington
12:05 PM
Tensor Response Quantile Regression with Neuroimaging Data
Bo Wei, University of Michigan, Ann Arbor ; Limin Peng, Emory University; Ying Guo, Emory University; Amita Manatunga, Emory Unversity
